» Articles » PMID: 39358429

A Phenocopy Signature of TP53 Loss Predicts Response to Chemotherapy

Abstract

In preclinical studies, p53 loss of function impacts chemotherapy response, but this has not been consistently validated clinically. We trained a TP53-loss phenocopy gene expression signature from pan-cancer clinical samples in the TCGA. In vitro, the TP53-loss phenocopy signature predicted chemotherapy response across cancer types. In a clinical dataset of 3003 breast cancer samples treated with neoadjuvant chemotherapy, the TP53-loss phenocopy samples were 56% more likely to have a pathologic complete response (pCR), with a significant association between TP53-loss phenocopy and pCR in both ER positive and ER negative tumors. In an independent clinical validation in the I-SPY2 trial (N = 987), we confirmed the association with neoadjuvant chemotherapy pCR and found higher rates of chemoimmunotherapy response in TP53-loss phenocopy tumors compared to non-TP53-loss phenocopy tumors (64% vs. 28%). The TP53-loss phenocopy signature predicts chemotherapy response across cancer types in vitro, and in a proof-of-concept clinical validation is associated with neoadjuvant chemotherapy response across multiple clinical breast cancer cohorts.

References
1.
Dobes P, Podhorec J, Coufal O, Jureckova A, Petrakova K, Vojtesek B . Influence of mutation type on prognostic and predictive values of TP53 status in primary breast cancer patients. Oncol Rep. 2014; 32(4):1695-702. DOI: 10.3892/or.2014.3346. View

2.
Zhang W, Li E, Wang L, Lehmann B, Chen X . Transcriptome Meta-Analysis of Triple-Negative Breast Cancer Response to Neoadjuvant Chemotherapy. Cancers (Basel). 2023; 15(8). PMC: 10137141. DOI: 10.3390/cancers15082194. View

3.
. Comprehensive molecular portraits of human breast tumours. Nature. 2012; 490(7418):61-70. PMC: 3465532. DOI: 10.1038/nature11412. View

4.
Bakhtiar H, Helzer K, Park Y, Chen Y, Rydzewski N, Bootsma M . Identification of phenocopies improves prediction of targeted therapy response over DNA mutations alone. NPJ Genom Med. 2022; 7(1):58. PMC: 9576758. DOI: 10.1038/s41525-022-00328-7. View

5.
Geisler S, Borresen-Dale A, Johnsen H, Aas T, Geisler J, Akslen L . TP53 gene mutations predict the response to neoadjuvant treatment with 5-fluorouracil and mitomycin in locally advanced breast cancer. Clin Cancer Res. 2003; 9(15):5582-8. View